Junghoon Seo

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Change Detection

Subspace Clustering

Remote Sensing Imagery

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Yong-Hyun Park, Junghoon Seo, Bomseok Park, Seongsu Lee, Junghyo Jo
Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment. CoRR (2024)
Minseok Seo, Hakjin Lee, Yongjin Jeon, Junghoon Seo
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery. WACV (2023)
Youngtack Oh, Minseok Seo, Doyi Kim, Junghoon Seo
Prototype-oriented Unsupervised Change Detection for Disaster Management. CoRR (2023)
Keumgang Cha, Junghoon Seo, Taekyung Lee
A Billion-scale Foundation Model for Remote Sensing Images. CoRR (2023)
Junhwa Song, Keumgang Cha, Junghoon Seo
On Pitfalls of RemOve-And-Retrain: Data Processing Inequality Perspective. CoRR (2023)
Minseok Seo, Hakjin Lee, Doyi Kim, Junghoon Seo
Implicit Stacked Autoregressive Model for Video Prediction. CoRR (2023)
Hakjin Lee, Minki Song, Jamyoung Koo, Junghoon Seo
RHINO: Rotated DETR with Dynamic Denoising via Hungarian Matching for Oriented Object Detection. CoRR (2023)
Beomsu Kim, Junghoon Seo
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness. AISTATS (2022)
Junghoon Seo, Wonkyu Park, Taejung Kim
Feature-Based Approach to Change Detection of Small Objects from High-Resolution Satellite Images. Remote. Sens. 14 (3) (2022)
Minseok Seo, Hakjin Lee, Yongjin Jeon, Junghoon Seo
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery. CoRR (2022)
Beomsu Kim, Junghoon Seo
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness. CoRR (2022)
Seunghyoung Ryu, Jiyeon Yim, Junghoon Seo, Yonggyun Yu, Hogeon Seo
Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data. IEEE Access 10 (2022)
Keumgang Cha, Junghoon Seo, Yeji Choi
Contrastive Multiview Coding With Electro-Optics for SAR Semantic Segmentation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yooseung Wang, Junghoon Seo, Taegyun Jeon
NL-LinkNet: Toward Lighter But More Accurate Road Extraction With Nonlocal Operations. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Chaehyeon Lee, Junghoon Seo, Heechul Jung
Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner. CoRR (2021)
Pyung-Chae Lim, Sooahm Rhee, Junghoon Seo, Jae-In Kim, Junhwa Chi, Suk-bae Lee, Taejung Kim
An Optimal Image-Selection Algorithm for Large-Scale Stereoscopic Mapping of UAV Images. Remote. Sens. 13 (11) (2021)
Junghoon Seo, Joon Suk Huh
On The Power of Deep But Naive Partial Label Learning. ICASSP (2021)
Keumgang Cha, Junghoon Seo, Yeji Choi
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation. CoRR (2021)
Chaehyeon Lee, Junghoon Seo, Heechul Jung
Training Domain-Invariant Object Detector Faster With Feature Replay and Slow Learner. CVPR Workshops (2021)
Junghoon Seo, Joon Suk Huh
On the Power of Deep but Naive Partial Label Learning. CoRR (2020)
Junghoon Seo, Jamyoung Koo, Taegyun Jeon
Deep Closed-Form Subspace Clustering. ICCV Workshops (2019)
Yooseung Wang, Junghoon Seo, Taegyun Jeon
NL-LinkNet: Toward Lighter but More Accurate Road Extraction with Non-Local Operations. CoRR (2019)
Beomsu Kim, Junghoon Seo, Taegyun Jeon
Bridging Adversarial Robustness and Gradient Interpretability. CoRR (2019)
Junghoon Seo, Seungwon Lee, Beomsu Kim, Taegyun Jeon
Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector. CoRR (2019)
Beomsu Kim, Junghoon Seo, Seunghyeon Jeon, Jamyoung Koo, Jeongyeol Choe, Taegyun Jeon
Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. ICCV Workshops (2019)
Junghoon Seo, Jamyoung Koo, Taegyun Jeon
Deep Closed-Form Subspace Clustering. CoRR (2019)
Beomsu Kim, Junghoon Seo, Seunghyun Jeon, Jamyoung Koo, Jeongyeol Choe, Taegyun Jeon
Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps. CoRR (2019)
Jamyoung Koo, Junghoon Seo, Seunghyun Jeon, Jeongyeol Choe, Taegyun Jeon
RBox-CNN: rotated bounding box based CNN for ship detection in remote sensing image. SIGSPATIAL/GIS (2018)
Junghoon Seo, Jeongyeol Choe, Jamyoung Koo, Seunghyeon Jeon, Beomsu Kim, Taegyun Jeon
Noise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative. CoRR (2018)
Junghoon Seo, Seunghyun Jeon, Taegyun Jeon
Domain Adaptive Generation of Aircraft on Satellite Imagery via Simulated and Unsupervised Learning. CoRR (2018)
Junghoon Seo, Taegyun Jeon
On reproduction of On the regularization of Wasserstein GANs. CoRR (2017)